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Fairness

3337 directly classified papers

Papers per year

Papers

HateCheck: Functional Tests for Hate Speech Detection Models IJCNLP 2021
Sample Selection for Fair and Robust Training NIPS 2021
Learning Optimal Predictive Checklists NIPS 2021
Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints NIPS 2021
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training NIPS 2021
Ethical and Technological Challenges of Conversational AI INTERSPEECH 2021
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering AAAI 2021
Post-processing for Individual Fairness NIPS 2021
Scarce Societal Resource Allocation and the Price of (Local) Justice AAAI 2021
Fair Clustering Under a Bounded Cost NIPS 2021
On the Problem of Underranking in Group-Fair Ranking ICML 2021
Counterfactual Explanations Can Be Manipulated NIPS 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
On learning and representing social meaning in NLP: a sociolinguistic perspective NAACL 2021
Bot-Adversarial Dialogue for Safe Conversational Agents NAACL 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack NAACL 2021
Linguistic Complexity Loss in Text-Based Therapy NAACL 2021
Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models NAACL 2021
Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech IJCNLP 2021
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021
Societal Biases in Language Generation: Progress and Challenges ACL 2021
Fair Representations by Compression AAAI 2021
An Unfair Affinity Toward Fairness: Characterizing 70 Years of Social Biases in BHollywood (Student Abstract) AAAI 2021
Self-Interpretable Model with Transformation Equivariant Interpretation NIPS 2021